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Machine translation post-editing is becoming commonplace and professional translators are often faced with this unknown task with little training and support.
Nora Aranberri
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Post-editing wildlife documentary films: a new possible scenario?
Several studies have proven that, when machine translation followed by post-editing is used to translate general and specialised texts, there is an increase in the productivity, as the post-editing effort is lower than translating ex novo.
Carla Ortiz-Boix, Anna Matamala
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MACHINE TRANSLATION FOR POST-EDITING PRACTICES
It has been proven in many quality-focused studies that machine translation output in some language pairs is still far from publishable (Koponen, 2016). Even so, post-editing has become a daily practice among translators and translation service providers, especially with language pairs where machine translation demonstrates good human parity.
Povilaitienė, Milda, Kasperė, Ramunė
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Now, with the appearance of the latest wave of a sophisticated generative artificial intelligence (AI), humanity is about to embark on an entirely new functioning order.
Valentyna Bohatyrets
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According to ISO18587: 2017, post-editing (PE) is the correction by a professional translator of a "raw" translation previously generated by a machine translation (MT) engine. Originally, authors such as Allen (2001) noted that this process introduced a substantial difference with respect to the revision of human translations, since PE deals with ...
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Post-editing of machine translation [PDF]
This chapter analyses the evolutionary process that human post-editing of Machine Translation (MT) output has undergone in previous years. It is well known that post-editing can improve translating productivity as well as target-text quality relative to translation carried out ‘from scratch’, but post-editing has many facets.
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An Empirical Study of Automatic Post-Editing
14 pages, 4 ...
Xu Zhang 0077, Xiaojun Wan 0001
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Learning to Copy for Automatic Post-Editing [PDF]
EMNLP ...
Xuancheng Huang +4 more
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An annotated dataset of stack overflow post edits [PDF]
To improve software engineering, software repositories have been mined for code snippets and bug fixes. Typically, this mining takes place at the level of files or commits. To be able to dig deeper and to extract insights at a higher resolution, we hereby present an annotated dataset that contains over 7 million edits of code and text on Stack Overflow.
Sebastian Baltes, Markus Wagner 0007
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The recent arrival on the market of high-performing neural MT engines will likely lead to a profound transformation of the translation profession. The purpose of this study is to explore how this paradigm change impacts the post-editing process, with a ...
Hanna Martikainen
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